Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.186 │ 1 │ 0.186 │
│ 2 │ 0.087 │ 1 │ 0.087 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.136 │ │ │
│ Median │ 0.136 │ │ │
│ Total │ 0.273 │ │ │
│ Max │ 0.186 │ │ │
│ Min │ 0.087 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.791 │ 1 │ 0.791 │
│ 2 │ 0.983 │ 1 │ 0.983 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.887 │ │ │
│ Median │ 0.887 │ │ │
│ Total │ 1.774 │ │ │
│ Max │ 0.983 │ │ │
│ Min │ 0.791 │ │ │
└───────────┴─────────┴──────┴──────────────┘
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1793101399,795.9765625,28.2
RESULT (goal: minimize )Best value: -201516.01479396 float_param = -84.644573061599 (r=0.886, strong positive correlation) int_param_two = -56 (r=0.658, moderate positive correlation) choice_param = 16 (r=-0.608, moderate negative correlation) int_param = -86 (r=0.185, weak positive correlation)
Top-5 Best Results Parameter Sensitivity Ranking Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.
Convergence Analysis Parameter statistics Parameter Min Max Mean Std Dev Count run_time 6 6 6 0 2 OO_Info_int_param -59 -47 -53 6 2 OO_Info_int_param_two -100 -78 -89 11 2 OO_Info_float_param -95.4387 -14.1448 -54.7917 40.647 2 OO_Info_choice_param 16 16 16 0 2 RESULT -201516.0148 -28621.8902 -140632.1466 66629.6099 6 int_param -86 8 -40.5 30.9125 6 float_param -95.4387 6.5547 -47.7331 41.6214 6 choice_param 1 16 9.1667 6.89 6 int_param_two -100 7 -67 36.2123 6
